数据科学 MCP 服务器
数据科学 主题 — 44 个 MCP 服务器,按 GitHub star 数排序。
vizro
Tools and templates to create validated and maintainable data charts and dashboards.
markdownify-mcp
An MCP server to convert almost any file or web content into Markdown
jupyter-mcp-server
Model Context Protocol (MCP) Server for Jupyter.
dingo
MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based…
mcp-server-data-exploration
Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
jupyter-notebook-mcp
connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.
chronulus-mcp
Predict anything with Chronulus AI forecasting and prediction agents.
optuna-mcp
Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with…
zaturn
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.
kaggle-mcp
Connects to Kaggle, ability to download and analyze datasets.
label-studio-mcp-server
Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.
MCPR
Model Context Protocol for R: enables AI agents to participate in interactive live R sessions.
growthbook-mcp
Thin MCP server for GrowthBook — skill loader + authenticated API passthrough
fermat-mcp
The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful server. Perfect for developers & researchers needing symbolic…
networkx-mcp-server
The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations.…
bundler_mcp
Enables agents to query local information about dependencies in a Ruby project's `Gemfile`.
oraclaw
Decision intelligence MCP — 17 tools (optimize, simulate, predict, score, graph). Sub-25ms.
mathlas
Airtight math for AI agents: 3.68M-doc theorem search + numeric/Lean verification. No LLM, no key.
code-guardian
AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot detection, complexity metrics, persistent memory, and…
Disco
Find novel, statistically validated patterns in tabular data — hypothesis-free.
calculator-server
A comprehensive Go-based MCP server for mathematical computations, implementing 13 mathematical tools across basic arithmetic, advanced…
Math MCP Learning
Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace
aurora
Glass-box statistical analysis for agents: 19 methods, cited findings, measured error rates.
WaveGuardClient
Physics-based anomaly detection via MCP. Uses Klein-Gordon wave equations on GPU to detect anomalies with high precision (avg 0.90). 9…
kaggle-mcp-server
This Kaggle MCP Server makes Kaggle more accessible by letting you browse competitions, leaderboards, models, datasets, and kernels…
mcp-turboquant
LLM quantization via tool call. Convert models to GGUF, GPTQ, and AWQ formats. Recommend optimal quant settings, evaluate quality, and…
stella-mcp
Create, read, validate, and save Stella system dynamics models (.stmx files in XMILE format) for scientific simulation and modeling.
ReNoUn — Crypto Regime Classification
Crypto regime classifier for trading agents. 100% bounded regime accuracy. 50 free calls/day.
Dataloupe
Offline MCP server to explore CSV/JSON/Parquet/Excel: preview, query, diff, render interactive HTML
llm-advisor-mcp
Real-time LLM/VLM benchmarks, pricing, and recommendations. 300+ models, 5 sources.
data-profiler-mcp
Profiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.
mcp-compress
Data compression MCP server. 7 tools for gzip, brotli, deflate, and TurboQuant quantization. Auto-selects best algorithm. 60x compression…
Axiom — Advanced Math
Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas
mathmethods-mcp
Numerical methods MCP server for root finding, numerical integration, differential equations (RK4), and Lagrange interpolation.
filter-mcp-server
Compares approximate filter data structures (Bloom, Counting Bloom, Cuckoo, SuRF) via MCP
mcp-gnu-units
Unit conversion and dimensional analysis backed by the bundled GNU units database (3000+ units, compound expressions, reduction to SI base…
gnomon
Deterministic batch tools so LLM agents stop guessing dates and math.
rigor
Verified statistical inference for AI agents: hypothesis tests, sequential testing, power.
pcq
Agent-operable ML experiment contract (cq.yaml + JSON contracts) with a built-in MCP server exposing 14 tools…
blackmount-nlp-mcp
Deterministic local text analysis: sentiment, readability scoring, keyword extraction, text similarity, summarization, and language…
jevx-mcp
Run Jev AI typed decisions (choice, score, noul) on jevx.org and get calibrated probabilities on every option. Zero-shot: criteria live in…
polymath-megablaster-mcp
Local deterministic calc MCP: exact math, dates, unit conversion, stats, subnet math.
decisionmatrix-mcp
Deterministic multi-criteria decision analysis for AI agents — score, rank & explain options.
cortexcloud-mcp
Pay-per-call QUBO/Ising optimization for AI agents via x402 (USDC on Base). No API keys.